MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11751
zebbern
Zebbern Kali MCP Claim 2
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
C 62 54 67 40 N/A 30 76 89
11752
yakir-Yang
A customer service MCP server that enables order lookup by phone number and sto…
C 62 55 72 41 24 81 85
11753
mifactory-bot
Mifactory Claim
Extract clean text and metadata from any URL to simplify web data collection. T…
C 62 55 66 41 23 80 95
11754
qqzhangyanhua
Provides real-time stock information for Chinese A-shares and US stocks using t…
C 62 55 48 62 24 78 91
11755
kukapay
An MCP server that provides real-time whale alerts on Hyperliquid, flagging pos…
C 62 55 45 42 45 80 100
11756
chaitanyaiscoding
An MCP server designed to automate Django database setup and management, includ…
C 62 54 57 45 N/A 22 80 99
11757
moneypiaorui
ROS MCP Server Claim
Enables control of ROS/ROS2 robots through natural language commands by transla…
C 62 55 60 37 45 81 85
11758
larryfang
A full-stack SMS assistant that integrates MessageMedia SMS API with OpenAI's G…
C 62 55 54 62 19 77 92
11759
Kotelberg
A server that enables AI systems to browse, retrieve content from, and interact…
C 62 55 78 100 21 81 7
11760
t-daiki96
Enables users to retrieve Pokémon statistics, sprite images, and complete infor…
C 62 55 78 95 26 81 7
11761
shipstatic
ShipStatic Claim
Deploy websites from AI agents. Free at mcp.shipstatic.com. Install for the ful…
C 62 64 72 71 0 55 83 94
11762
muminfarooq190
Weather MCP Server Claim
Enables users to get weather alerts and forecasts through natural language inte…
C 62 54 46 41 N/A 24 95 100
11763
wendellbigato
MCP-CEP Claim
A server for querying Brazilian postal codes (CEPs) using the ViaCEP public API…
C 62 55 54 36 40 81 100
11764
frocher
Luskad MCP Claim
Provides access to coding rules, standards, and project documentation from Lusk…
C 62 66 80 66 0 47 80 100
11765
lborjigi
Enables AI assistants to manage BookStack documentation through natural languag…
C 62 55 72 35 21 81 94
11766
falahgs
Enables AI image generation from text prompts using Pollinations AI. Supports m…
C 62 55 60 53 39 80 74
11767
sourangshupal
MCP-RAG Server Claim
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
C 62 55 48 57 26 81 93
11768
call518
MCP-PostgreSQL-Ops Claim
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnos…
C 62 64 88 38 0 65 92 94
11769
sssjiang
PubChem MCP Server Claim
Extracts basic chemical information and drug data from the PubChem API. It enab…
C 62 55 54 82 28 81 57
11770
esakrissa
A customized MCP server that enables integration between LLM applications and d…
C 62 55 72 33 28 80 90
11771
lsaavedr
MCP Duty Pharma Claim
MCP Duty Pharma
C 62 55 48 82 57 81 39
11772
homello
Homello MCP Claim
Provides access to Homello platform product documentation and configuration met…
C 62 55 64 30 45 82 91
11773
imatza-rh
mcp-zuul Claim 1
Zuul CI integration with 14 tools for build failure analysis, log search, pipel…
C 62 55 76 0 85 69 94
11774
cr7258
A Model Context Protocol server that enables AI models to perform real-time int…
C 62 55 49 31 56 82 97
11775
onsecurity
OnSecurity MCP Server
C 62 66 88 67 0 44 81 90
11776
SarthakS97
Enables Claude Desktop to interact with Google Sheets through the Sheeter API, …
C 62 66 90 71 0 23 81 98
11777
Teemo4621
Enables control of Android emulators (MumuEmulator or ADB-connected devices) th…
C 62 54 66 33 N/A 21 90 95
11778
evilpixi
An MCP server with comprehensive CI/CD workflows including unit tests, integrat…
C 62 55 69 26 29 81 99
11779
AronMav
Enables Claude and other MCP clients to analyze and describe images using the Q…
C 62 55 66 43 19 81 94
11780
AndrewDavidRivers
A Model Context Protocol server for coordinating multiple parallel agents worki…
C 62 54 53 28 N/A 35 95 100
11781
vinayak-mehta
Gmail MCP Claim 2
A server that allows Claude to search and retrieve emails from your Gmail accou…
C 62 55 60 41 37 80 88
11782
YongpengFu
Enables execution of shell commands through a terminal tool with working direct…
C 62 55 74 33 24 81 92
11783
AlexanderCohen
A deployable Model Context Protocol server on Cloudflare Workers that allows LL…
C 62 55 48 66 26 84 82
11784
akshyaganesh
Enables AI agents to manage VMware vSphere virtual infrastructure through compr…
C 62 55 60 43 22 80 100
11785
freee
@him0/freee-mcp Claim 1
An MCP server and Claude plugin that enables interaction with freee APIs for ac…
C 62 55 63 43 88 78 44
11786
jjmerri
Provides access to E\*TRADE's Market API for retrieving real-time stock quotes,…
C 62 55 62 40 21 81 100
11787
purebaba
Mercari MCP Server Claim 2
An MCP server that enables users to search for products on the Mercari marketpl…
C 62 55 57 53 18 83 89
11788
namedotcom
Enables AI assistants to perform comprehensive domain management tasks through …
C 62 66 78 68 0 65 81 85
11789
arushsingh17
brd-enhancer-mcp Claim
Enhances developer tasks by retrieving relevant context from project documentat…
C 62 55 54 82 27 81 55
11790
brianshin22
YouTube Translate MCP Claim 1
A Model Context Protocol server that enables access to YouTube video content th…
C 62 55 45 47 45 78 96
11791
Yzlink7
A deployable server implementation of the Model Context Protocol that allows yo…
C 62 55 48 66 26 83 80
11792
michaelmoser8875
MCP Server Claim
A minimal Python-based server that provides real-time weather data and a safe m…
C 62 55 54 35 43 82 100
11793
aukik
Enables AI agents to interact with your personal WhatsApp account to search mes…
C 62 55 62 82 N/A 29 90 31
11794
sichang824
Figma MCP Server Claim
A server implementation that enables interaction with Figma API through Model C…
C 62 55 90 28 27 81 74
11795
jlgrimes
A Model Context Protocol server that allows Claude to search and display Pokemo…
C 62 55 53 100 27 80 37
11796
cryptonahue
Enables interaction with Anytype objects through the Anytype API, including cre…
C 62 64 78 68 0 44 95 86
11797
rkdlrl
Takeoff Claim
Fetch the latest posts and weekly news from Takeoff. Track AI issue updates and…
C 62 54 36 57 N/A 24 95 98
11798
wowyuarm
An MCP server that provides multiple file conversion tools for AI agents, suppo…
C 62 55 59 33 49 76 96
11799
allesklardy
Remote MCP Server for listing and getting the menus of the official mensas in m…
C 62 55 48 62 44 82 72
11800
zhiyingzzhou
AI Notify MCP Claim
Sends system notifications when AI completes responses in MCP-compatible code e…
C 62 55 66 75 N/A 23 95 37
Showing 11751–11800 of 57160 servers
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